Basic Statistics

Raw Counts

Name Value
Rows 569
Columns 21
Discrete columns 17
Continuous columns 4
All missing columns 0
Missing observations 283
Complete Rows 352
Total observations 11,949
Memory allocation 877.8 Kb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 15 columns ignored with more than 50 categories.
## episode_name: 568 categories
## episode_notes: 456 categories
## air_date: 564 categories
## judge3: 96 categories
## appetizer: 569 categories
## entree: 569 categories
## dessert: 569 categories
## contestant1: 567 categories
## contestant1_info: 503 categories
## contestant2: 562 categories
## contestant2_info: 511 categories
## contestant3: 557 categories
## contestant3_info: 506 categories
## contestant4: 508 categories
## contestant4_info: 495 categories

QQ Plot

## Warning: Removed 105 rows containing non-finite values (stat_qq).
## Warning: Removed 105 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## 16 features with more than 20 categories ignored!
## episode_name: 351 categories
## episode_notes: 351 categories
## air_date: 352 categories
## judge1: 28 categories
## judge3: 59 categories
## appetizer: 352 categories
## entree: 352 categories
## dessert: 352 categories
## contestant1: 352 categories
## contestant1_info: 330 categories
## contestant2: 350 categories
## contestant2_info: 331 categories
## contestant3: 348 categories
## contestant3_info: 331 categories
## contestant4: 315 categories
## contestant4_info: 317 categories

Principal Component Analysis

## 15 features with more than 50 categories ignored!
## episode_name: 351 categories
## episode_notes: 351 categories
## air_date: 352 categories
## judge3: 59 categories
## appetizer: 352 categories
## entree: 352 categories
## dessert: 352 categories
## contestant1: 352 categories
## contestant1_info: 330 categories
## contestant2: 350 categories
## contestant2_info: 331 categories
## contestant3: 348 categories
## contestant3_info: 331 categories
## contestant4: 315 categories
## contestant4_info: 317 categories